speakleash_Bielik-11B-v3.0-Instruct-GGUF
speakleash_Bielik-11B-v3.0-Instruct-GGUF (bartowski, 2026) is a 11 billion parameter chat model. speakleash_Bielik-11B-v3.0-Instruct-GGUF is an open-weights chat model with roughly 11 billion parameters.
by bartowski · 11B parameters
Best for
Ways to use speakleash_Bielik-11B-v3.0-Instruct-GGUF in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your bartowski API key. osFoundry discovers speakleash_Bielik-11B-v3.0-Instruct-GGUF automatically — assign it to a Maestro role (router, direct, orchestrator, or fallback) in the Pipeline tab and it is live in every chat. Your key, your provider account — no token markup.
Deploy a dedicated endpoint
speakleash_Bielik-11B-v3.0-Instruct-GGUF is open-weights — run it locally for free, or deploy a dedicated GPU endpoint in your workspace for reserved capacity with no rate limits.
Use it in a Room App
Room Apps declare AI features in their manifest, then call them with invokeAI:
import { invokeAI } from '@osfoundry/app-sdk'
// 'summarize' is an AI feature declared in your app manifest.
const result = await invokeAI('summarize', userText)
Call it from your own apps
Once a model is wired into your workspace you can host it as an API and reach it from your own services, scripts, or CI — outside osFoundry.
What hardware can run speakleash_Bielik-11B-v3.0-Instruct-GGUF
speakleash_Bielik-11B-v3.0-Instruct-GGUF runs on a single 16GB consumer GPU (~7 GB VRAM with KV-cache headroom). Full-precision inference fits on a single H100 80GB at FP16 precision (~27 GB).
speakleash_Bielik-11B-v3.0-Instruct-GGUF vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about speakleash_Bielik-11B-v3.0-Instruct-GGUF
Is speakleash_Bielik-11B-v3.0-Instruct-GGUF free to use?
speakleash_Bielik-11B-v3.0-Instruct-GGUF is free to run locally on your own hardware. Hosted access through osFoundry is metered (input Free (local), output Free (local)). You can switch between local and hosted at any time.
Can I use speakleash_Bielik-11B-v3.0-Instruct-GGUF commercially?
Commercial use is allowed with conditions. Licence terms not specified — verify the upstream model card before commercial use. Check upstream documentation.
How much VRAM does speakleash_Bielik-11B-v3.0-Instruct-GGUF need?
Approximately 7 GB at Q4 quantisation, or 27 GB at full FP16 precision. Fits on a single 24GB consumer GPU.
Can I run speakleash_Bielik-11B-v3.0-Instruct-GGUF locally?
Yes. speakleash_Bielik-11B-v3.0-Instruct-GGUF is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is speakleash_Bielik-11B-v3.0-Instruct-GGUF best at?
speakleash_Bielik-11B-v3.0-Instruct-GGUF is well-suited to text generation.
How do I use speakleash_Bielik-11B-v3.0-Instruct-GGUF in osFoundry?
Paste your bartowski API key in the key dialog (or deploy the open weights for self-hostable models), assign speakleash_Bielik-11B-v3.0-Instruct-GGUF to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by bartowski on January 5, 2026. Source: https://huggingface.co/bartowski/speakleash_Bielik-11B-v3.0-Instruct-GGUF